Juan Ramirez

202220231 7

Jose Gallego-PosadaMila - Université de MontréalVerified email at umontreal.ca
Akram ErraqabiPhD Student, Mila / UdeMVerified email at umontreal.ca
Simon Lacoste-JulienAssociate Professor - Canada CIFAR AI Chair, University of Montreal / MilaVerified email at iro.umontreal.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Rohan SukumaranUniversite de Montreal / Mila, PathCheck Foundation, Indian Institute of Information Technology SriVerified email at iiits.in
Gauthier GidelAssistant professor at Mila, University of Montréal (DIRO)Verified email at umontreal.ca
Quentin BertrandMilaVerified email at mila.quebec

Juan Ramirez

Mila & DIRO, Université de Montréal

Verified email at mila.quebec - Homepage


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Controlled sparsity via constrained optimization or: How i learned to stop tuning penalties and love constraints J Gallego-Posada, J Ramirez, A Erraqabi, Y Bengio, S Lacoste-Julien Advances in Neural Information Processing Systems 35, 1253-1266, 2022	5	2022
Lonie: Compressing COINs with L-constraints J Ramirez, J Gallego-Posada arXiv preprint arXiv:2207.04144, 2022	2	2022
Flexible Learning of Sparse Neural Networks via Constrained Regularization J Gallego-Posada, J Ramirez, A Erraqabi NeurIPS 2021 Workshop LatinX in AI, 2021	1	2021
Balancing Act: Constraining Disparate Impact in Sparse Models M Hashemizadeh, J Ramirez, R Sukumaran, G Farnadi, S Lacoste-Julien, ... arXiv preprint arXiv:2310.20673, 2023		2023
Omega: Optimistic EMA Gradients J Ramirez, R Sukumaran, Q Bertrand, G Gidel arXiv preprint arXiv:2306.07905, 2023		2023

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